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. 2022 Jun 10;12:9575. doi: 10.1038/s41598-022-13348-1

Table 1.

Classification performance comparison.

Approach Align Augment Accuracy Precision Recall
DL Yes No 0.7239 (+− 0.1837 ) 0.7526 (+− 0.2139 ) 0.7353 (+− 0.3215 )
DL Yes Yes 0.7051 (+− 0.1855) 0.7725 (+− 0.2385 ) 0.6853 (+− 0.3195)
DL No No 0.7360 (+− 0.1782) 0.8186 (+− 0.2045) 0.7010 (+− 0.2889 )
DL No Yes 0.7344 (+− 0.1780 ) 0.84512 (+− 0.1948 ) 0.6636 (+− 0.3614 )
LDM Yes No 0.7196 (+− 0.1464) 0.7441 (+− 0.1600) 0.7457 (+− 0.1943)
LDM Yes Yes 0.7239 (+− 0.1290) 0.7315 (+− 0.1451) 0.7512 (+− 0.1955)
LDM No No 0.6747 (+− 0.1151) 0.7056 (+− 0.1442) 0.6892 (+− 0.2639)
LDM No Yes 0.6805 (+− 0.1087) 0.6807 (+− 0.1103) 0.6933 (+− 0.2278)